AI & Machine Learning
5619 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 3401 |
Ollama MCP Database Assistant
An interactive chat interface that combines Ollama's LLM capabilities with Post…
|
30 | F | 64 | 53 | — | 26 | 87 | ||
| 3402 |
Studio MCP
Studio MCP transforms any CLI command into an AI tool by using a simple templat…
|
30 | F | 84 | 56 | — | 81 | 87 | ||
| 3403 |
Meta Ads
**Give your AI agent direct access to your Meta Ads data.** Connect Claude, Cha…
|
30 | F | — | 10 | — | — | 81 | ||
| 3404 |
localingos
AI-powered app translation for developers. Push your source strings, get transl…
|
30 | F | — | 10 | — | — | 81 | ||
| 3405 |
Codex MCP Server
An MCP server for the OpenAI Codex CLI that provides coding assistance with mul…
|
30 | F | 77 | 62 | — | 43 | 87 | ||
| 3406 |
PeepIt MCP
Enables AI agents to capture and analyze screenshots of macOS applications, win…
|
30 | F | 96 | 62 | — | 51 | 91 | ||
| 3407 |
Memory MCP Server
MemBridge Memory MCP Server allows you to share your memory across multiple AI …
|
30 | F | — | 10 | — | — | 81 | ||
| 3408 |
IaC Memory MCP Server
Enhances Claude AI with persistent memory storage for Infrastructure-as-Code co…
|
30 | F | 90 | 91 | — | 35 | 76 | ||
| 3409 |
claude-code-mcp
MCP Server connects with claude code local command.
|
30 | F | 94 | 61 | — | 68 | 90 | ||
| 3410 |
devplan-mcp-server
Generate comprehensive, paint-by-numbers development plans using the [ClaudeCod…
|
30 | F | 72 | 67 | — | 36 | 76 | ||
| 3411 |
Senzing
Identity Intelligence for Agentic AI Workflows
Connect Data. Power Intelligence…
|
30 | F | — | 10 | — | — | 81 | ||
| 3412 |
MCP Advanced Reasoning Server
A Model Context Protocol server that enhances Claude in Cursor AI with advanced…
|
30 | F | 63 | 62 | — | 27 | 90 | ||
| 3413 |
Loops - Turn User Feedback Into Production Code Automatically
Don't just collect requests—ship them. Loops integrates with AI Agents like Cla…
|
30 | F | — | 10 | — | — | 81 | ||
| 3414 |
MCP Crew AI Server
A lightweight Python-based server designed to run, manage and create CrewAI wor…
|
30 | F | 76 | 32 | — | 30 | 90 | ||
| 3415 |
Wordware MCP
A Model Context Protocol server that bridges AI assistants like Claude with Wor…
|
30 | F | 69 | 66 | — | 21 | 76 | ||
| 3416 |
Relay
Cross-AI memory sync for coding tools. Relay keeps project context — decisions,…
|
30 | F | — | 10 | — | — | 81 | ||
| 3417 |
Zendesk MCP Server
A lightweight, AI-native server that enables GPT-based AI agents to fetch real-…
|
30 | F | 24 | 41 | — | 15 | 80 | ||
| 3418 |
MCP-researcher Server
A powerful research assistant that integrates with Cline and Claude Desktop to …
|
30 | F | 78 | 71 | — | 45 | 87 | ||
| 3419 |
Dynamoi - Music & YouTube Promotion Automation
Manage music promotion and YouTube growth campaigns through AI assistants like …
|
30 | F | — | 10 | — | — | 81 | ||
| 3420 |
Databricks MCP Proxy
Authenticates with Databricks via OAuth and exposes remote MCP tools from Datab…
|
30 | F | 72 | 38 | — | 21 | 80 | ||
| 3421 |
o3-search MCP
An MCP server that enables web search capabilities using OpenAI's o3 model, all…
|
30 | F | 51 | 70 | — | 79 | 80 | ||
| 3422 |
Coreflux MQTT MCP Server
A Model Context Protocol server that connects to Coreflux MQTT brokers, enablin…
|
30 | F | 71 | 43 | — | 47 | 74 | ||
| 3423 |
Claude Code MCP Enhanced
An enhanced Model Context Protocol (MCP) server that allows running Claude Code…
|
30 | F | 90 | 61 | — | 61 | 89 | ||
| 3424 |
gitrama-mcp
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
30 | F | 66 | 30 | — | 61 | 90 | ||
| 3425 |
WebDAV MCP Server
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
30 | F | 57 | 71 | — | 43 | 76 | ||
| 3426 |
MCP Server Boilerplate
A starter template for building MCP (Model Context Protocol) servers that can i…
|
30 | F | 54 | 100 | — | 21 | 94 | ||
| 3427 |
MCP Middleware Server
A FastMCP server providing session-based memory and dynamic authentication usin…
|
30 | F | 54 | 38 | — | 22 | 76 | ||
| 3428 |
MCP Tools
A modular multi-server architecture providing development automation, JIRA mana…
|
30 | F | 84 | 68 | — | 41 | 74 | ||
| 3429 |
cesium-mcp-runtime
AI-powered 3D globe control via MCP — 59 tools for camera, layers, entities, an…
|
30 | F | — | 10 | — | — | 81 | ||
| 3430 |
Contextual MCP Server
A Model Context Protocol server that provides Retrieval-Augmented Generation ca…
|
30 | F | 45 | 30 | — | 27 | 74 | ||
| 3431 |
Letz AI MCP
A Model Context Protocol server that enables Claude to generate and upscale ima…
|
30 | F | 71 | 61 | — | 28 | 89 | ||
| 3432 |
SuperSend MCP
SuperSend MCP connects your AI assistant (Cursor, Claude, Windsurf) to SuperSen…
|
30 | F | — | 10 | — | — | 81 | ||
| 3433 |
MCP Asset Generator
An MCP server that allows Claude to use OpenAI's image generation capabilities …
|
30 | F | 51 | 71 | — | 59 | 76 | ||
| 3434 |
Sanity
Enable AI agents to interact with your Sanity workspace through the Model Conte…
|
30 | F | — | 10 | — | — | 81 | ||
| 3435 |
Brave-Gemini Research MCP Server
Provides web and local search capabilities via Brave Search combined with advan…
|
30 | F | 78 | 68 | — | 25 | 80 | ||
| 3436 |
Semantic Search MCP Server
Provides hybrid semantic and keyword code search for Claude Code using BM25 and…
|
30 | F | 64 | 33 | — | 32 | 90 | ||
| 3437 |
prism-mcp-rs
Enterprise-grade Rust implementation of Anthropic's MCP protocol
|
30 | F | 90 | 52 | — | 83 | 88 | ||
| 3438 |
Amazon Bedrock Knowledge Base MCP Server
Enables management of Amazon Bedrock Knowledge Bases including creation, data s…
|
30 | F | 54 | 82 | — | 50 | 80 | ||
| 3439 |
MCP CSV Analysis with Gemini AI
An MCP server that enables advanced CSV analysis and data visualization using G…
|
30 | F | 63 | 70 | — | 20 | 76 | ||
| 3440 |
DeepSeek-Claude MCP Server
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
|
30 | F | 66 | 36 | — | 45 | 71 | ||
| 3441 |
Spreadsheet MCP App
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
|
30 | F | 78 | 58 | — | 50 | 80 | ||
| 3442 |
MCP Gemini CLI Base
A base setup for creating MCP servers that integrate with Google's Gemini CLI, …
|
30 | F | 66 | 31 | — | 16 | 80 | ||
| 3443 |
Claude Code MCP Server
Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing …
|
30 | F | 84 | 52 | — | 39 | 76 | ||
| 3444 |
doom-mcp
Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client
|
30 | F | 90 | 56 | — | 76 | 88 | ||
| 3445 |
Dev Guru
An AI-powered code consultation server that routes programming queries to speci…
|
30 | F | 68 | 65 | — | 30 | 76 | ||
| 3446 |
CronAlert
Manage uptime monitors, check results, and incidents from Claude. Create monito…
|
30 | F | — | 10 | — | — | 81 | ||
| 3447 |
Flux Schnell MCP Server
A server that enables generating images through the Replicate API by calling th…
|
30 | F | 88 | 67 | — | 33 | 80 | ||
| 3448 |
kimi-code-mcp
Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …
|
30 | F | 57 | 62 | — | 69 | 90 | ||
| 3449 |
mcp-openai
Chat with OpenAI's smartest models
|
30 | F | 86 | 57 | — | 63 | 80 | ||
| 3450 |
Second Opinion MCP Server
Provides AI-powered assistance for coding problems using Google's Gemini AI, co…
|
30 | F | 78 | 58 | — | 19 | 80 |